Andrea Protani

12 papers C 2Journal 6Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Decoder-Free Supervoxel GNN for Accurate Brain-Tumor Localization in Multi-Modal MRI. CoRR Andrea Protani, Marc Molina Van De Bosch, Lorenzo Giusti, Heloisa Barbosa Da Silva, Paolo Cacace, Albert Sund Aillet, Miguel Ángel González Ballester, Friedhelm Hummel, Luigi Serio
2026	—	`conf`	Federated Transformer-GNN for Privacy-Preserving Brain Tumor Localization with Modality-Level Explainability. BIOSTEC (1) Andrea Protani, Riccardo Taiello, Marc Molina Van De Bosch, Luigi Serio
2026	J	`jnl`	Federated Transformer-GNN for Privacy-Preserving Brain Tumor Localization with Modality-Level Explainability. CoRR Andrea Protani, Riccardo Taiello, Marc Molina Van De Bosch, Luigi Serio
2025	—	`conf`	Decoder-Free Supervoxel GNN for Accurate Brain-Tumor Localization in Multi-modal MRI. GRAIL/RIME@MICCAI Andrea Protani, Marc Molina Van De Bosch, Lorenzo Giusti, Heloisa Barbosa Da Silva, Paolo Cacace, Albert Sund Aillet, Friedhelm Hummel, Luigi Serio
2025	—	`conf`	Federated GNNs for EEG-Based Stroke Assessment. UniReps Andrea Protani, Lorenzo Giusti, Albert Sund Aillet, Simona Sacco, Paolo Manganotti, Lucio Marinelli, Diogo Reis Santos, Pierpaolo Brutti, Pietro Caliandro, Luigi Serio
2025	J	`jnl`	Federation of Agents: A Semantics-Aware Communication Fabric for Large-Scale Agentic AI. CoRR Lorenzo Giusti, Ole Anton Werner, Riccardo Taiello, Matilde Carvalho Costa, Emre Tosun, Andrea Protani, Marc Molina, Rodrigo Lopes de Almeida, Paolo Cacace, Diogo Reis Santos, Luigi Serio
2025	—	`conf`	The Interplay Between Explainability and Differential Privacy in Federated Healthcare. BRIDGE/DeCaF@MICCAI Marc Molina Van De Bosch, Andrea Protani, Riccardo Taiello, Lorenzo Giusti, Matilde Carvalho Costa, Ioannis Stathopoulos, Efstathios P. Efstathopoulos, Diogo Reis Santos, Miguel Ángel González Ballester, Luigi Serio
2024	C	`conf`	Feasibility Analysis of Federated Neural Networks for Explainable Detection of Atrial Fibrillation. HealthCom Diogo Reis Santos, Andrea Protani, Lorenzo Giusti, Albert Sund Aillet, Pierpaolo Brutti, Luigi Serio
2024	J	`jnl`	Feasibility Analysis of Federated Neural Networks for Explainable Detection of Atrial Fibrillation. CoRR Diogo Reis Santos, Andrea Protani, Lorenzo Giusti, Albert Sund Aillet, Pierpaolo Brutti, Luigi Serio
2024	J	`jnl`	Federated GNNs for EEG-Based Stroke Assessment. CoRR Andrea Protani, Lorenzo Giusti, Albert Sund Aillet, Simona Sacco, Paolo Manganotti, Lucio Marinelli, Diogo Reis Santos, Pierpaolo Brutti, Pietro Caliandro, Luigi Serio
2024	C	`conf`	Towards Explainable Graph Neural Networks for Neurological Evaluation on EEG Signals. HealthCom Andrea Protani, Lorenzo Giusti, Chiara Iacovelli, Albert Sund Aillet, Diogo Reis Santos, Giuseppe Reale, Aurelia Zauli, Marco Moci, Marta Garbuglia, Pierpaolo Brutti, Pietro Caliandro, Luigi Serio
2024	J	`jnl`	Towards Explainable Graph Neural Networks for Neurological Evaluation on EEG Signals. CoRR Andrea Protani, Lorenzo Giusti, Chiara Iacovelli, Albert Sund Aillet, Diogo Reis Santos, Giuseppe Reale, Aurelia Zauli, Marco Moci, Marta Garbuglia, Pierpaolo Brutti, Pietro Caliandro, Luigi Serio